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thiserror = "1.0" lazy_static = "1.4" serde = "1.0" serde_derive = "1.0" -tract-onnx = { version = "0.10.0", optional = true } +tract-onnx = { version = "0.11.1", optional = true } directories = {version = "3.0.1", optional = true} minreq = {version = "2.2.1", features = ["https"], optional = true} url = {version = "2.1.1", optional = true} diff --git a/nnsplit/models.csv b/nnsplit/models.csv index 8dfd2403..ec41656f 100644 --- a/nnsplit/models.csv +++ b/nnsplit/models.csv @@ -1,7 +1,7 @@ -de,https://raw.githubusercontent.com/bminixhofer/nnsplit/master/models/de/ -en,https://raw.githubusercontent.com/bminixhofer/nnsplit/master/models/en/ -tr,https://raw.githubusercontent.com/bminixhofer/nnsplit/master/models/tr/ -fr,https://raw.githubusercontent.com/bminixhofer/nnsplit/master/models/fr/ -no,https://raw.githubusercontent.com/bminixhofer/nnsplit/master/models/no/ -sv,https://raw.githubusercontent.com/bminixhofer/nnsplit/master/models/sv/ -zh,https://raw.githubusercontent.com/bminixhofer/nnsplit/master/models/zh/ +de,https://github.com/bminixhofer/nnsplit/raw/0.5.0/models/de/model.onnx +en,https://github.com/bminixhofer/nnsplit/raw/0.5.0/models/en/model.onnx +tr,https://github.com/bminixhofer/nnsplit/raw/0.5.0/models/tr/model.onnx +fr,https://github.com/bminixhofer/nnsplit/raw/0.5.0/models/fr/model.onnx +no,https://github.com/bminixhofer/nnsplit/raw/0.5.0/models/no/model.onnx +sv,https://github.com/bminixhofer/nnsplit/raw/0.5.0/models/sv/model.onnx +zh,https://github.com/bminixhofer/nnsplit/raw/0.5.0/models/zh/model.onnx diff --git a/nnsplit/src/tract_backend.rs b/nnsplit/src/tract_backend.rs index c4b30109..f5fd44c3 100644 --- a/nnsplit/src/tract_backend.rs +++ b/nnsplit/src/tract_backend.rs @@ -6,18 +6,22 @@ use tract_onnx::prelude::*; struct TractBackend { model: TypedModel, n_outputs: usize, + length_divisor: usize, } impl TractBackend { - fn new(model: TypedModel) -> TractResult { - let n_outputs = if let TDim::Val(value) = model.outlet_fact(model.outputs[0])?.shape.dim(2) - { + fn new(model: TypedModel, length_divisor: usize) -> TractResult { + let n_outputs = if let TDim::Val(value) = model.outlet_fact(model.outputs[0])?.shape[2] { value as usize } else { 0 // TODO: raise error here }; - Ok(TractBackend { model, n_outputs }) + Ok(TractBackend { + model, + n_outputs, + length_divisor, + }) } fn predict( @@ -28,7 +32,10 @@ impl TractBackend { let input_shape = input.shape(); let opt_model = self .model - .concretize_stream_dim(input_shape[1])? + .concretize_dims(&SymbolValues::default().with( + 's'.into(), + input_shape[1] as i64 / self.length_divisor as i64, + ))? .optimize()? .into_runnable()?; @@ -58,11 +65,14 @@ pub struct NNSplit { } impl NNSplit { - fn type_model(model: InferenceModel) -> TractResult { + fn type_model(model: InferenceModel, length_divisor: usize) -> TractResult { model .with_input_fact( 0, - InferenceFact::dt_shape(u8::datum_type(), tvec!(1.into(), TDim::s())), + InferenceFact::dt_shape( + u8::datum_type(), + tvec!(1.into(), TDim::from('s') * length_divisor), + ), )? .into_typed()? .declutter() @@ -75,8 +85,9 @@ impl NNSplit { model_path: P, options: NNSplitOptions, ) -> Result> { - let model = NNSplit::type_model(onnx().model_for_path(model_path)?)?; - let backend = TractBackend::new(model)?; + let model = + NNSplit::type_model(onnx().model_for_path(model_path)?, options.length_divisor)?; + let backend = TractBackend::new(model, options.length_divisor)?; Ok(NNSplit { backend, @@ -88,9 +99,12 @@ impl NNSplit { #[cfg(feature = "model-loader")] pub fn load(model_name: &str, options: NNSplitOptions) -> Result> { let mut model_data = crate::model_loader::get_resource(model_name, "model.onnx")?.0; - let model = NNSplit::type_model(onnx().model_for_read(&mut model_data)?)?; + let model = NNSplit::type_model( + onnx().model_for_read(&mut model_data)?, + options.length_divisor, + )?; - let backend = TractBackend::new(model)?; + let backend = TractBackend::new(model, options.length_divisor)?; Ok(NNSplit { backend, diff --git a/update_version.sh b/update_version.sh index 0636c0d3..bad0ef00 100755 --- a/update_version.sh +++ b/update_version.sh @@ -16,3 +16,5 @@ update_cargo_toml_version $1 nnsplit/Cargo.toml update_cargo_toml_version $1 bindings/python/Cargo.toml update_cargo_toml_version $1-post0 bindings/python/Cargo.build.toml npm version $1 --prefix bindings/javascript --allow-same-version + +$SED -i "s/[0-9]\.[0-9]\.[0-9]/$1/" nnsplit/models.csv \ No newline at end of file

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